My AI Plays Piano for Me
KDnuggets - Recurrent Neural Networks
by Matt Mayo Editor
2y ago
Training an RNN with a Combined Loss Function ..read more
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A Friendly Introduction to Graph Neural Networks
KDnuggets - Recurrent Neural Networks
by Kevin Vu
2y ago
Despite being what can be a confusing topic, graph neural networks can be distilled into just a handful of simple concepts. Read on to find out more ..read more
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Recurrent Neural Networks (RNN): Deep Learning for Sequential Data
KDnuggets - Recurrent Neural Networks
by Kevin Vu
2y ago
Recurrent Neural Networks can be used for a number of ways such as detecting the next word/letter, forecasting financial asset prices in a temporal space, action modeling in sports, music composition, image generation, and more ..read more
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Interactive Machine Learning Experiments
KDnuggets - Recurrent Neural Networks
by Matthew T. Dearing
2y ago
Dive into experimenting with machine learning techniques using this open-source collection of interactive demos built on multilayer perceptrons, convolutional neural networks, and recurrent neural networks. Each package consists of ready-to-try web browser interfaces and fully-developed notebooks for you to fine tune the training for better performance ..read more
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LSTM for time series prediction
KDnuggets - Recurrent Neural Networks
by Matthew T. Dearing
2y ago
Learn how to develop a LSTM neural network with PyTorch on trading data to predict future prices by mimicking actual values of the time series data ..read more
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A Comprehensive Guide to Natural Language Generation
KDnuggets - Recurrent Neural Networks
by Matthew T. Dearing
2y ago
Follow this overview of Natural Language Generation covering its applications in theory and practice. The evolution of NLG architecture is also described from simple gap-filling to dynamic document creation along with a summary of the most popular NLG models ..read more
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Deep Learning for NLP: ANNs, RNNs and LSTMs explained!
KDnuggets - Recurrent Neural Networks
by Matt Mayo Editor
2y ago
Learn about Artificial Neural Networks, Deep Learning, Recurrent Neural Networks and LSTMs like never before and use NLP to build a Chatbot ..read more
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Examining the Transformer Architecture – Part 2: A Brief Description of How Transformers Work
KDnuggets - Recurrent Neural Networks
by Matthew T. Dearing
2y ago
As The Transformer may become the new NLP standard, this review explores its architecture along with a comparison to existing approaches by RNN ..read more
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Understanding Backpropagation as Applied to LSTM
KDnuggets - Recurrent Neural Networks
by Matt Mayo Editor
2y ago
Backpropagation is one of those topics that seem to confuse many once you move past feed-forward neural networks and progress to convolutional and recurrent neural networks. This article gives you and overall process to understanding back propagation by giving you the underlying principles of backpropagation ..read more
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KDnuggets™ News 19:n17, May 1: The most desired skill in data science; Seeking KDnuggets Editors, work remotely
KDnuggets - Recurrent Neural Networks
by Matt Mayo Editor
2y ago
This week, find out about the most desired skill in data science, learn which projects to include in your portfolio, identify a single strategy for pulling data from a Pandas DataFrame (once and for all), read the results of our Top Data Science and Machine Learning Methods poll, and much more ..read more
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